Overview

Dataset statistics

Number of variables6
Number of observations503
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory24.7 KiB
Average record size in memory50.3 B

Variable types

Numeric2
Text3
Categorical1

Dataset

Description부산광역시기장군_내리새라도서관신착자료현황_20211231
Author부산광역시 기장군
URLhttp://data.busan.go.kr/dataSet/detail.nm?contentId=10&publicdatapk=15068781

Alerts

순번 is highly overall correlated with 자료실명High correlation
자료실명 is highly overall correlated with 순번High correlation
순번 has unique valuesUnique

Reproduction

Analysis started2024-04-16 17:13:18.260797
Analysis finished2024-04-16 17:13:19.316797
Duration1.06 second
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

HIGH CORRELATION  UNIQUE 

Distinct503
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean252
Minimum1
Maximum503
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.5 KiB
2024-04-17T02:13:19.383945image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile26.1
Q1126.5
median252
Q3377.5
95-th percentile477.9
Maximum503
Range502
Interquartile range (IQR)251

Descriptive statistics

Standard deviation145.34786
Coefficient of variation (CV)0.57677722
Kurtosis-1.2
Mean252
Median Absolute Deviation (MAD)126
Skewness0
Sum126756
Variance21126
MonotonicityStrictly increasing
2024-04-17T02:13:19.515365image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.2%
332 1
 
0.2%
345 1
 
0.2%
344 1
 
0.2%
343 1
 
0.2%
342 1
 
0.2%
341 1
 
0.2%
340 1
 
0.2%
339 1
 
0.2%
338 1
 
0.2%
Other values (493) 493
98.0%
ValueCountFrequency (%)
1 1
0.2%
2 1
0.2%
3 1
0.2%
4 1
0.2%
5 1
0.2%
6 1
0.2%
7 1
0.2%
8 1
0.2%
9 1
0.2%
10 1
0.2%
ValueCountFrequency (%)
503 1
0.2%
502 1
0.2%
501 1
0.2%
500 1
0.2%
499 1
0.2%
498 1
0.2%
497 1
0.2%
496 1
0.2%
495 1
0.2%
494 1
0.2%

서명
Text

Distinct497
Distinct (%)98.8%
Missing0
Missing (%)0.0%
Memory size4.1 KiB
2024-04-17T02:13:19.799685image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length70
Median length46
Mean length21.892644
Min length1

Characters and Unicode

Total characters11012
Distinct characters739
Distinct categories11 ?
Distinct scripts3 ?
Distinct blocks5 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique491 ?
Unique (%)97.6%

Sample

1st rowNFT 레볼루션 : 현실과 메타버스를 넘나드는 새로운 경제 생태계의 탄생
2nd row(실리콘 밸리의 기적을 만든)강력한 규소의 힘과 그 의학적 활용
3rd row(개미에게 배우는)단체생활 : 군대개미의 행군
4th row(개미에게 배우는)지혜 : 개미의 농장
5th row고구마유
ValueCountFrequency (%)
242
 
7.9%
장편소설 30
 
1.0%
그림책 20
 
0.7%
이야기 19
 
0.6%
2 15
 
0.5%
한국사 14
 
0.5%
1 14
 
0.5%
내 13
 
0.4%
위한 12
 
0.4%
우리 11
 
0.4%
Other values (1959) 2668
87.2%
2024-04-17T02:13:20.231253image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
2555
 
23.2%
: 247
 
2.2%
이 238
 
2.2%
의 216
 
2.0%
는 173
 
1.6%
한 124
 
1.1%
, 120
 
1.1%
기 118
 
1.1%
가 107
 
1.0%
다 104
 
0.9%
Other values (729) 7010
63.7%

Most occurring categories

ValueCountFrequency (%)
Other Letter 7551
68.6%
Space Separator 2555
 
23.2%
Other Punctuation 498
 
4.5%
Decimal Number 181
 
1.6%
Lowercase Letter 70
 
0.6%
Close Punctuation 54
 
0.5%
Open Punctuation 54
 
0.5%
Uppercase Letter 39
 
0.4%
Math Symbol 6
 
0.1%
Dash Punctuation 3
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
이 238
 
3.2%
의 216
 
2.9%
는 173
 
2.3%
한 124
 
1.6%
기 118
 
1.6%
가 107
 
1.4%
다 104
 
1.4%
아 104
 
1.4%
지 104
 
1.4%
사 104
 
1.4%
Other values (673) 6159
81.6%
Lowercase Letter
ValueCountFrequency (%)
e 12
17.1%
o 10
14.3%
n 7
10.0%
i 6
8.6%
a 5
7.1%
r 5
7.1%
g 4
 
5.7%
d 3
 
4.3%
t 3
 
4.3%
h 3
 
4.3%
Other values (8) 12
17.1%
Uppercase Letter
ValueCountFrequency (%)
S 7
17.9%
A 6
15.4%
D 5
12.8%
T 4
10.3%
K 3
7.7%
F 3
7.7%
I 2
 
5.1%
H 2
 
5.1%
G 2
 
5.1%
O 2
 
5.1%
Other values (3) 3
7.7%
Decimal Number
ValueCountFrequency (%)
1 45
24.9%
2 41
22.7%
0 20
11.0%
3 18
 
9.9%
4 15
 
8.3%
8 12
 
6.6%
5 12
 
6.6%
9 9
 
5.0%
7 5
 
2.8%
6 4
 
2.2%
Other Punctuation
ValueCountFrequency (%)
: 247
49.6%
, 120
24.1%
. 75
 
15.1%
! 38
 
7.6%
' 10
 
2.0%
· 7
 
1.4%
… 1
 
0.2%
Math Symbol
ValueCountFrequency (%)
= 3
50.0%
× 2
33.3%
+ 1
 
16.7%
Space Separator
ValueCountFrequency (%)
2555
100.0%
Close Punctuation
ValueCountFrequency (%)
) 54
100.0%
Open Punctuation
ValueCountFrequency (%)
( 54
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 3
100.0%
Letter Number
ValueCountFrequency (%)
Ⅱ 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 7551
68.6%
Common 3351
30.4%
Latin 110
 
1.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
이 238
 
3.2%
의 216
 
2.9%
는 173
 
2.3%
한 124
 
1.6%
기 118
 
1.6%
가 107
 
1.4%
다 104
 
1.4%
아 104
 
1.4%
지 104
 
1.4%
사 104
 
1.4%
Other values (673) 6159
81.6%
Latin
ValueCountFrequency (%)
e 12
 
10.9%
o 10
 
9.1%
n 7
 
6.4%
S 7
 
6.4%
A 6
 
5.5%
i 6
 
5.5%
D 5
 
4.5%
a 5
 
4.5%
r 5
 
4.5%
g 4
 
3.6%
Other values (22) 43
39.1%
Common
ValueCountFrequency (%)
2555
76.2%
: 247
 
7.4%
, 120
 
3.6%
. 75
 
2.2%
) 54
 
1.6%
( 54
 
1.6%
1 45
 
1.3%
2 41
 
1.2%
! 38
 
1.1%
0 20
 
0.6%
Other values (14) 102
 
3.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 7551
68.6%
ASCII 3450
31.3%
None 9
 
0.1%
Number Forms 1
 
< 0.1%
Punctuation 1
 
< 0.1%

Most frequent character per block

ASCII
ValueCountFrequency (%)
2555
74.1%
: 247
 
7.2%
, 120
 
3.5%
. 75
 
2.2%
) 54
 
1.6%
( 54
 
1.6%
1 45
 
1.3%
2 41
 
1.2%
! 38
 
1.1%
0 20
 
0.6%
Other values (42) 201
 
5.8%
Hangul
ValueCountFrequency (%)
이 238
 
3.2%
의 216
 
2.9%
는 173
 
2.3%
한 124
 
1.6%
기 118
 
1.6%
가 107
 
1.4%
다 104
 
1.4%
아 104
 
1.4%
지 104
 
1.4%
사 104
 
1.4%
Other values (673) 6159
81.6%
None
ValueCountFrequency (%)
· 7
77.8%
× 2
 
22.2%
Number Forms
ValueCountFrequency (%)
Ⅱ 1
100.0%
Punctuation
ValueCountFrequency (%)
… 1
100.0%

저작자
Text

Distinct449
Distinct (%)89.3%
Missing0
Missing (%)0.0%
Memory size4.1 KiB
2024-04-17T02:13:20.472550image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length49
Median length38
Mean length14.811133
Min length5

Characters and Unicode

Total characters7450
Distinct characters418
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique414 ?
Unique (%)82.3%

Sample

1st row성소라,롤프 회퍼,스콧 맥러플린 [공]지음
2nd row이시형,선재광 [공]지음
3rd row최재천 글 ; 박상현 그림
4th row최재천 글 ; 박상현 그림
5th row사이다 지음
ValueCountFrequency (%)
370
 
15.8%
지음 246
 
10.5%
그림 188
 
8.0%
옮김 170
 
7.3%
글 162
 
6.9%
글·그림 46
 
2.0%
공]지음 12
 
0.5%
황진희 7
 
0.3%
공]글 7
 
0.3%
최태성 7
 
0.3%
Other values (884) 1127
48.1%
2024-04-17T02:13:20.837333image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1839
24.7%
; 370
 
5.0%
지 319
 
4.3%
김 316
 
4.2%
음 271
 
3.6%
림 241
 
3.2%
그 241
 
3.2%
글 225
 
3.0%
옮 171
 
2.3%
이 136
 
1.8%
Other values (408) 3321
44.6%

Most occurring categories

ValueCountFrequency (%)
Other Letter 5011
67.3%
Space Separator 1839
 
24.7%
Other Punctuation 476
 
6.4%
Open Punctuation 41
 
0.6%
Close Punctuation 41
 
0.6%
Uppercase Letter 24
 
0.3%
Lowercase Letter 17
 
0.2%
Dash Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
지 319
 
6.4%
김 316
 
6.3%
음 271
 
5.4%
림 241
 
4.8%
그 241
 
4.8%
글 225
 
4.5%
옮 171
 
3.4%
이 136
 
2.7%
스 86
 
1.7%
정 83
 
1.7%
Other values (376) 2922
58.3%
Uppercase Letter
ValueCountFrequency (%)
J 5
20.8%
P 3
12.5%
T 2
 
8.3%
K 2
 
8.3%
M 2
 
8.3%
A 2
 
8.3%
S 2
 
8.3%
E 1
 
4.2%
V 1
 
4.2%
C 1
 
4.2%
Other values (3) 3
12.5%
Lowercase Letter
ValueCountFrequency (%)
u 4
23.5%
n 4
23.5%
a 2
11.8%
r 2
11.8%
o 2
11.8%
c 1
 
5.9%
i 1
 
5.9%
d 1
 
5.9%
Other Punctuation
ValueCountFrequency (%)
; 370
77.7%
· 52
 
10.9%
, 36
 
7.6%
: 9
 
1.9%
. 9
 
1.9%
Open Punctuation
ValueCountFrequency (%)
[ 39
95.1%
( 2
 
4.9%
Close Punctuation
ValueCountFrequency (%)
] 39
95.1%
) 2
 
4.9%
Space Separator
ValueCountFrequency (%)
1839
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 5011
67.3%
Common 2398
32.2%
Latin 41
 
0.6%

Most frequent character per script

Hangul
ValueCountFrequency (%)
지 319
 
6.4%
김 316
 
6.3%
음 271
 
5.4%
림 241
 
4.8%
그 241
 
4.8%
글 225
 
4.5%
옮 171
 
3.4%
이 136
 
2.7%
스 86
 
1.7%
정 83
 
1.7%
Other values (376) 2922
58.3%
Latin
ValueCountFrequency (%)
J 5
 
12.2%
u 4
 
9.8%
n 4
 
9.8%
P 3
 
7.3%
T 2
 
4.9%
K 2
 
4.9%
a 2
 
4.9%
M 2
 
4.9%
A 2
 
4.9%
r 2
 
4.9%
Other values (11) 13
31.7%
Common
ValueCountFrequency (%)
1839
76.7%
; 370
 
15.4%
· 52
 
2.2%
[ 39
 
1.6%
] 39
 
1.6%
, 36
 
1.5%
: 9
 
0.4%
. 9
 
0.4%
) 2
 
0.1%
( 2
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
Hangul 5011
67.3%
ASCII 2387
32.0%
None 52
 
0.7%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1839
77.0%
; 370
 
15.5%
[ 39
 
1.6%
] 39
 
1.6%
, 36
 
1.5%
: 9
 
0.4%
. 9
 
0.4%
J 5
 
0.2%
u 4
 
0.2%
n 4
 
0.2%
Other values (21) 33
 
1.4%
Hangul
ValueCountFrequency (%)
지 319
 
6.4%
김 316
 
6.3%
음 271
 
5.4%
림 241
 
4.8%
그 241
 
4.8%
글 225
 
4.5%
옮 171
 
3.4%
이 136
 
2.7%
스 86
 
1.7%
정 83
 
1.7%
Other values (376) 2922
58.3%
None
ValueCountFrequency (%)
· 52
100.0%

발행자
Text

Distinct297
Distinct (%)59.0%
Missing0
Missing (%)0.0%
Memory size4.1 KiB
2024-04-17T02:13:21.023460image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length19
Median length17
Mean length5.3518887
Min length1

Characters and Unicode

Total characters2692
Distinct characters344
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique221 ?
Unique (%)43.9%

Sample

1st row더퀘스트:길벗
2nd row행복에너지
3rd row리잼
4th row리잼
5th row반달:킨더랜드
ValueCountFrequency (%)
위즈덤하우스 19
 
3.7%
창비 16
 
3.1%
비룡소 13
 
2.5%
문학동네 11
 
2.1%
주니어김영사 8
 
1.6%
황금가지 7
 
1.4%
제제의숲 7
 
1.4%
책읽는곰 6
 
1.2%
서울문화사 6
 
1.2%
씨드북 6
 
1.2%
Other values (297) 417
80.8%
2024-04-17T02:13:21.356709image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
스 105
 
3.9%
: 95
 
3.5%
북 80
 
3.0%
어 69
 
2.6%
이 68
 
2.5%
사 57
 
2.1%
비 47
 
1.7%
아 45
 
1.7%
니 42
 
1.6%
책 40
 
1.5%
Other values (334) 2044
75.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 2481
92.2%
Other Punctuation 95
 
3.5%
Lowercase Letter 53
 
2.0%
Uppercase Letter 36
 
1.3%
Space Separator 13
 
0.5%
Decimal Number 8
 
0.3%
Close Punctuation 3
 
0.1%
Open Punctuation 3
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
스 105
 
4.2%
북 80
 
3.2%
어 69
 
2.8%
이 68
 
2.7%
사 57
 
2.3%
비 47
 
1.9%
아 45
 
1.8%
니 42
 
1.7%
책 40
 
1.6%
리 39
 
1.6%
Other values (296) 1889
76.1%
Lowercase Letter
ValueCountFrequency (%)
s 7
13.2%
a 5
9.4%
i 5
9.4%
e 5
9.4%
o 5
9.4%
l 4
 
7.5%
u 4
 
7.5%
k 3
 
5.7%
r 3
 
5.7%
m 2
 
3.8%
Other values (7) 10
18.9%
Uppercase Letter
ValueCountFrequency (%)
P 8
22.2%
B 8
22.2%
K 3
 
8.3%
S 2
 
5.6%
R 2
 
5.6%
H 2
 
5.6%
O 2
 
5.6%
D 2
 
5.6%
E 1
 
2.8%
A 1
 
2.8%
Other values (5) 5
13.9%
Decimal Number
ValueCountFrequency (%)
2 6
75.0%
1 2
 
25.0%
Other Punctuation
ValueCountFrequency (%)
: 95
100.0%
Space Separator
ValueCountFrequency (%)
13
100.0%
Close Punctuation
ValueCountFrequency (%)
) 3
100.0%
Open Punctuation
ValueCountFrequency (%)
( 3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 2481
92.2%
Common 122
 
4.5%
Latin 89
 
3.3%

Most frequent character per script

Hangul
ValueCountFrequency (%)
스 105
 
4.2%
북 80
 
3.2%
어 69
 
2.8%
이 68
 
2.7%
사 57
 
2.3%
비 47
 
1.9%
아 45
 
1.8%
니 42
 
1.7%
책 40
 
1.6%
리 39
 
1.6%
Other values (296) 1889
76.1%
Latin
ValueCountFrequency (%)
P 8
 
9.0%
B 8
 
9.0%
s 7
 
7.9%
a 5
 
5.6%
i 5
 
5.6%
e 5
 
5.6%
o 5
 
5.6%
l 4
 
4.5%
u 4
 
4.5%
K 3
 
3.4%
Other values (22) 35
39.3%
Common
ValueCountFrequency (%)
: 95
77.9%
13
 
10.7%
2 6
 
4.9%
) 3
 
2.5%
( 3
 
2.5%
1 2
 
1.6%

Most occurring blocks

ValueCountFrequency (%)
Hangul 2481
92.2%
ASCII 211
 
7.8%

Most frequent character per block

Hangul
ValueCountFrequency (%)
스 105
 
4.2%
북 80
 
3.2%
어 69
 
2.8%
이 68
 
2.7%
사 57
 
2.3%
비 47
 
1.9%
아 45
 
1.8%
니 42
 
1.7%
책 40
 
1.6%
리 39
 
1.6%
Other values (296) 1889
76.1%
ASCII
ValueCountFrequency (%)
: 95
45.0%
13
 
6.2%
P 8
 
3.8%
B 8
 
3.8%
s 7
 
3.3%
2 6
 
2.8%
a 5
 
2.4%
i 5
 
2.4%
e 5
 
2.4%
o 5
 
2.4%
Other values (28) 54
25.6%

발행년
Real number (ℝ)

Distinct9
Distinct (%)1.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2020.6819
Minimum2011
Maximum2021
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size4.5 KiB
2024-04-17T02:13:21.470478image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2011
5-th percentile2019
Q12021
median2021
Q32021
95-th percentile2021
Maximum2021
Range10
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1.0572321
Coefficient of variation (CV)0.00052320562
Kurtosis39.758064
Mean2020.6819
Median Absolute Deviation (MAD)0
Skewness-5.5721541
Sum1016403
Variance1.1177398
MonotonicityNot monotonic
2024-04-17T02:13:21.570398image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
2021 426
84.7%
2020 44
 
8.7%
2019 15
 
3.0%
2017 7
 
1.4%
2018 6
 
1.2%
2011 2
 
0.4%
2015 1
 
0.2%
2016 1
 
0.2%
2012 1
 
0.2%
ValueCountFrequency (%)
2011 2
 
0.4%
2012 1
 
0.2%
2015 1
 
0.2%
2016 1
 
0.2%
2017 7
 
1.4%
2018 6
 
1.2%
2019 15
 
3.0%
2020 44
 
8.7%
2021 426
84.7%
ValueCountFrequency (%)
2021 426
84.7%
2020 44
 
8.7%
2019 15
 
3.0%
2018 6
 
1.2%
2017 7
 
1.4%
2016 1
 
0.2%
2015 1
 
0.2%
2012 1
 
0.2%
2011 2
 
0.4%

자료실명
Categorical

HIGH CORRELATION 

Distinct3
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size4.1 KiB
[내리새라]종합자료실
225 
[내리새라]어린이자료실
177 
[내리새라]유아자료실
101 

Length

Max length12
Median length11
Mean length11.351889
Min length11

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row[내리새라]종합자료실
2nd row[내리새라]종합자료실
3rd row[내리새라]유아자료실
4th row[내리새라]유아자료실
5th row[내리새라]유아자료실

Common Values

ValueCountFrequency (%)
[내리새라]종합자료실 225
44.7%
[내리새라]어린이자료실 177
35.2%
[내리새라]유아자료실 101
20.1%

Length

2024-04-17T02:13:21.671764image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-04-17T02:13:21.767914image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
내리새라]종합자료실 225
44.7%
내리새라]어린이자료실 177
35.2%
내리새라]유아자료실 101
20.1%

Interactions

2024-04-17T02:13:19.013491image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-17T02:13:18.860770image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-17T02:13:19.086658image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-04-17T02:13:18.934166image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-04-17T02:13:21.836455image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번발행년자료실명
순번1.0000.1590.722
발행년0.1591.0000.146
자료실명0.7220.1461.000
2024-04-17T02:13:21.917932image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번발행년자료실명
순번1.0000.0440.581
발행년0.0441.0000.094
자료실명0.5810.0941.000

Missing values

2024-04-17T02:13:19.179535image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-04-17T02:13:19.274855image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

순번서명저작자발행자발행년자료실명
01NFT 레볼루션 : 현실과 메타버스를 넘나드는 새로운 경제 생태계의 탄생성소라,롤프 회퍼,스콧 맥러플린 [공]지음더퀘스트:길벗2021[내리새라]종합자료실
12(실리콘 밸리의 기적을 만든)강력한 규소의 힘과 그 의학적 활용이시형,선재광 [공]지음행복에너지2020[내리새라]종합자료실
23(개미에게 배우는)단체생활 : 군대개미의 행군최재천 글 ; 박상현 그림리잼2017[내리새라]유아자료실
34(개미에게 배우는)지혜 : 개미의 농장최재천 글 ; 박상현 그림리잼2017[내리새라]유아자료실
45고구마유사이다 지음반달:킨더랜드2021[내리새라]유아자료실
56(구해줘)카카오프렌즈 : 과학. 1박영희[등]글 ; 도니패밀리 그림메가스터디북스:메가스터디2019[내리새라]어린이자료실
67(구해줘)카카오프렌즈 : 과학. 2박영희[등]글 ; 도니패밀리 그림메가스터디북스:메가스터디2019[내리새라]어린이자료실
78(구해줘)카카오프렌즈 : 과학. 3장성규 글 ; 도니패밀리 그림메가스터디북스:메가스터디2020[내리새라]어린이자료실
89(구해줘)카카오프렌즈 : 과학. 4장성규 글 ; 도니패밀리 그림메가스터디북스:메가스터디2020[내리새라]어린이자료실
910국경구돌 글 ; 해랑 그림책읽는곰2021[내리새라]어린이자료실
순번서명저작자발행자발행년자료실명
493494질서 너머 : 인생의 다음 단계로 나아가는 12가지 법칙조던 피터슨 지음 ; 김한영 옮김웅진지식하우스:웅진씽크빅2021[내리새라]종합자료실
494495처음 읽는 돈의 세계사 : 화폐가 세상을 바꾼 결정적 순간들미야자키 마사카츠 지음 ; 서수지 옮김탐나는책2021[내리새라]종합자료실
495496처음부터 물리가 이렇게 쉬웠다면사마키 다케오 지음 ; 신희원 옮김한국경제신문:한경BP2021[내리새라]종합자료실
496497처음부터 생명과학이 이렇게 쉬웠다면사마키 다케오,사마키 에미코 지음 ; 이정현 옮김한국경제신문:한국경제신문 한경BP2021[내리새라]종합자료실
497498처음부터 화학이 이렇게 쉬웠다면사마키 다케오 지음 ; 전화윤 옮김한국경제신문:한경BP2021[내리새라]종합자료실
498499프로젝트 헤일메리앤디 위어 지음 ; 강동혁 옮김알에이치코리아2021[내리새라]종합자료실
499500(세상에 질문하는 아이로 키우는) 하브루타 스피치노우리 지음피톤치드2021[내리새라]종합자료실
500501화 안 내고 아이 키우기 : 아이 마음 읽어주는 좋은 엄마 되기 솔루션소재은 지음일월담:이른아침2018[내리새라]종합자료실
501502시장근본주의자는 주식시장을 이렇게 읽는다이승조(무극선생) 지음원앤원콘텐츠그룹:메이트북스2019[내리새라]종합자료실
502503하루 하나씩 나에게 들려주는 긍정 메시지사이토 히토리 지음 ; 장인주 옮김경향BP(경향비피)2017[내리새라]종합자료실